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Practical Optimisations for Pandas

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Practical Optimisations for Pandas
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130
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Writing performant pandas code is not an easy task, in this talk I will explain how to find the bottlenecks and how to write proper code with computational efficiency, and memory optimisation in mind.
SoftwareLibrary (computing)Semiconductor memoryComputer programProgrammschleifeComputer configurationMenu (computing)Loop (music)Operations researchData typeSineCodeSemiconductor memoryType theoryMathematical optimizationLoop (music)Frame problemLibrary (computing)Row (database)ImplementationSoftware bugMultiplication signIterationCalculationBasis <Mathematik>Run time (program lifecycle phase)Software engineeringReal numberModule (mathematics)Functional (mathematics)TwitterOrder (biology)ResultantDifferenz <Mathematik>MathematicsRegular graphMathematical analysisData storage deviceError messageProjective planeComputer programmingComputer hardwareVirtual machineSoftware maintenanceSoftware developerGoodness of fitException handlingNumberDifferent (Kate Ryan album)Object (grammar)Boolean algebraComputer configurationMereologyProgrammschleifeEnterprise architectureAnnihilator (ring theory)Line (geometry)Set (mathematics)1 (number)AdditionMusical ensembleOvalEmailPhase transition2 (number)XMLUMLMeeting/Interview
Image warpingType theorySparse matrixIntegerFrame problemParameter (computer programming)Semiconductor memoryOpen setWeightMereologyArithmetic meanMathematical optimizationAsynchronous Transfer ModeFile formatSpacetimeMiniDiscRule of inferenceQuery languageInstallation artMusical ensembleElectronic mailing listMechanism designMereologyDefault (computer science)AlgorithmGraphics processing unitAdditionGroup actionVirtual machineRun time (program lifecycle phase)Open sourceBoolean algebraObject (grammar)Category of beingMultiplication signIntegerDampingOrder (biology)Functional (mathematics)MathematicsSet (mathematics)Extension (kinesiology)Software developerCovering spaceSemiconductor memoryType theoryEndliche ModelltheorieCodeComputer fileInteractive televisionProcess (computing)SummierbarkeitLatent heatFrame problemParameter (computer programming)Library (computing)Serial portFile formatMathematical optimizationSoftware frameworkArithmetic meanCalculationDifferent (Kate Ryan album)MiniDiscBitQuery languageAerodynamicsSpacetimeLink (knot theory)NumberExpressionOperator (mathematics)Slide ruleLoop (music)Row (database)Regular graphQuicksortHost Identity ProtocolDirac delta functionInterior (topology)CybersexShared memoryBenchmarkArrow of timeRootPerformance appraisalComputer animation
CodeAerodynamicsCompilation albumMathematical optimizationCurveHausdorff spaceConvex hullFloating pointCache (computing)Semiconductor memoryConcurrency (computer science)Parallel computingProcess (computing)BefehlsprozessorParallel portModule (mathematics)Variable (mathematics)Mathematical optimizationDifferent (Kate Ryan album)Type theorySlide ruleMultiplication signLimit (category theory)Compilation albumCASE <Informatik>Cartesian coordinate systemCurveSoftware frameworkParameter (computer programming)Parallel portOperator (mathematics)Concurrency (computer science)AlgorithmRow (database)Process (computing)Library (computing)Functional (mathematics)Order (biology)CodeRun time (program lifecycle phase)Default (computer science)Euclidean vectorNumberLattice (order)CalculationNatural numberMereologySemiconductor memoryCompiler2 (number)Projective planeObject (grammar)BitOnline helpEqualiser (mathematics)NeuroinformatikFrame problemBefehlsprozessorComputer programmingString (computer science)AdditionMusical ensembleResource allocationParabolaGraphics processing unitSubject indexingFiber bundleWebsiteSystem callXML
Right angleCodeTrailAdditionSoftware frameworkVector spaceNumberMultiplication signVideo gameLevel (video gaming)Slide ruleRevision controlFunctional (mathematics)Form (programming)Quantum stateCASE <Informatik>Process (computing)MultiplicationVirtual machineRun time (program lifecycle phase)Row (database)Different (Kate Ryan album)Frame problemType theoryMiniDiscDatabaseMathematical optimizationProduct (business)BefehlsprozessorImplementationPhysical systemGene clusterTransformation (genetics)Semiconductor memorySet (mathematics)CodeRight angleLibrary (computing)MereologyProfil (magazine)Function (mathematics)Order (biology)Single-precision floating-point formatAlgorithmPiLink (knot theory)Cellular automatonExterior algebraGoodness of fitBitOperator (mathematics)Limit (category theory)Sound effectStatisticsComputer animation
SoftwareLaptopRight angleAdditionSlide ruleDemosceneSheaf (mathematics)Computer fileFile formatPiCodeSpeicherbereinigungRegular graphSemiconductor memoryGroup actionTouchscreenScripting languageQueue (abstract data type)Object (grammar)Presentation of a groupMusical ensembleCache (computing)Computer programmingMereology2 (number)FreewareMeeting/Interview
Shared memoryControl flowTouchscreenMusical ensembleComputer clusterComputer animationMeeting/Interview
Transcript: English(auto-generated)